Basic Statistics

Raw Counts

Name Value
Rows 742
Columns 28
Discrete columns 14
Continuous columns 14
All missing columns 0
Missing observations 0
Complete Rows 742
Total observations 20,776
Memory allocation 2 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 9 columns ignored with more than 50 categories.
## Job.Title: 264 categories
## Salary.Estimate: 416 categories
## Job.Description: 463 categories
## Company.Name: 343 categories
## Location: 200 categories
## Headquarters: 198 categories
## Industry: 60 categories
## Competitors: 128 categories
## company_txt: 343 categories

QQ Plot

Correlation Analysis

## 11 features with more than 20 categories ignored!
## Job.Title: 264 categories
## Salary.Estimate: 416 categories
## Job.Description: 463 categories
## Company.Name: 343 categories
## Location: 200 categories
## Headquarters: 198 categories
## Industry: 60 categories
## Sector: 25 categories
## Competitors: 128 categories
## company_txt: 343 categories
## job_state: 38 categories

Principal Component Analysis

## 9 features with more than 50 categories ignored!
## Job.Title: 264 categories
## Salary.Estimate: 416 categories
## Job.Description: 463 categories
## Company.Name: 343 categories
## Location: 200 categories
## Headquarters: 198 categories
## Industry: 60 categories
## Competitors: 128 categories
## company_txt: 343 categories